Dataset: 2026-10-27-catalog-ai-v2
Ruleset: b2e8889c66f7
Scanned: 2026-10-27
Window: February–September 15, 2026

Catalog tracking observation. This repository is measured with the same fixed window and ruleset, but it is not part of the published benchmark or its aggregate claims.

The official build framework for the Armbian Linux distribution. This repository contains the complete toolchain and scripts required to compile custom OS images from source, including kernel configuration, U-Boot handling, and board-specific tweaks for various ARM and ARM64 single-board computers.

01Result

armbian/build ↗

armbian/build AI coding statistics: 4.5%

of 2,152 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

4.5% agent · top contributor 62.5%15 contributors

team

A small group is using agents. Adoption has spread beyond one person but is not project-wide.

agent commits

2,056

other considered commits

agent contributors

62.5%

largest contributor

02Drivers

What shapes this result

Mode, timing, and detected signatures show whether the result reflects broad adoption or one concentrated workflow.

Assisted or autonomous

96assisted

0autonomous

Assisted — a developer’s identity authored the commit and the agent added itself as co-author. Autonomous — a bot identity authored the commit without a human identity attached.

Agent share by month

Peak month: 14.3%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	91	4.2%
GitHub Copilot	GitHub	4	0.2%
Cursor Agent	Anysphere	1	0%

03Evidence

Inspect the matches

Public commit samples let you inspect the signatures behind the aggregate result.

Matched commit samples

fcbbc349 on GitHubkernel: rtc-pcf8563: fix oops on the first alarm interruptClaude Code
af710774 on GitHubrockchip64: rk3399: keep the watchdog from resetting the board in sleepClaude Code
7307dee7 on GitHubrtl8192eu: move the pin to e84384b5 and drop the set_monitor_channel patchClaude Code
8b778f3d on GitHubbsp: replace armbian-install with a shim, drop NAND (#10176)GitHub Copilot
e1875988 on GitHubfix(kernel): give each TQ SoC family its own LINUXCONFIGGitHub Copilot
b902f6e5 on GitHubUpdate for Radxa Cubie A5E (#9626)GitHub Copilot
cdceae38 on GitHubstubble: parametrize extra DTBs via EXTRA_STUBBLE_DEVICETREESCursor Agent

04Method

What entered the denominator

The result begins with commit history, removes merges and routine automation, and reports literal agent signatures as a lower bound.

Exclusion ledger

Commits in window	2,242
Merge commits removed	−0
CI / dependency bots removed	−90
Considered	2,152

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →GitHub Copilot commitsBrowse repositories with detected GitHub Copilot signatures →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →GitHub AI commit analyzerInspect another repository with the same evidence model →

Reproduce this observation

Run the same detector locally.

Deterministic signature matching; no code-style inference. Squash merges can remove trailers, so this result remains a measured floor.

npx qmmit-cli armbian/build

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	2.7%	184
2026-03	7.8%	282
2026-04	2.9%	175
2026-05	1.8%	221
2026-06	8.6%	327
2026-07	0.8%	384
2026-08	0.5%	390
2026-09	14.3%	189